Churn Infrastructure
Build vs. Buy Prediction
The decision path for SaaS retention systems.
01
Customer Volume
Threshold: 10,000 customers. Below this, custom builds win.
02
Data Integrity
Audit CRM, billing, and event records for linkage consistency.
03
Internal Ownership
Confirm data analyst availability for quarterly retraining cycles.
04
Platform Evaluation
Assess ROI of automation vs. the engineering opportunity cost.
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